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Based on the NVIDIA developer blog, this guide explains how GPUDirect Storage works, cross-platform configuration prerequisites, methods to check whether GDS is active, and common misconceptions, helping AI teams correctly enable GPU-direct storage acceleration in local or cloud environments.